Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
J Affect Disord. 2021 Nov 1;294:497-504. doi: 10.1016/j.jad.2021.07.036. Epub 2021 Jul 21.
Objectives Although cognitive dysfunction is a prominent feature of bipolar disorder (BD), previous research presents limitations in estimating the proportion of euthymic patients experiencing clinically relevant deficits and identifying predictors of cognitive difficulties. We explored the relevance of recommended definitions of clinically significant cognitive impairment for functional outcomes, estimated its prevalence, and identified patient characteristics associated with cognition. Methods We assessed cognitive performance across four domains in 80 euthymic participants with BD. Participants were categorized based on two criteria for clinically significant cognitive impairment and we assessed the ability of these criteria to differentiate participant performance on established functional outcomes. Variable selection with elastic net regression was used to identify sociodemographic and clinical factors associated with cognitive performance. Selected variables were examined as predictors of clinically significant cognitive impairment with logistic regression. Results According to the selected criterion, 34% presented with clinically significant cognitive impairment. Poorer current cognitive performance was associated with older age, lower estimated premorbid IQ, more currently prescribed psychotropic medications, fewer previous psychological therapies, and current use of antipsychotics. A model with premorbid IQ, psychotropic medications and previous psychological therapies as predictors of cognitive impairment correctly classified 75% of the participants. Conclusions This is one of the first studies to use a model selection approach to identify factors associated with cognitive difficulties in BD. Our findings offer the initial steps towards a predictive model for cognitive impairment. This could improve treatment decisions and prioritization for euthymic patients with BD, particularly the implementation of cognitive interventions.
尽管认知功能障碍是双相情感障碍(BD)的一个突出特征,但先前的研究在估计处于缓解期的患者中经历临床相关认知缺陷的比例和确定认知困难的预测因素方面存在局限性。我们探讨了推荐的临床显著认知障碍定义对功能结局的相关性,估计了其患病率,并确定了与认知相关的患者特征。
我们评估了 80 名处于缓解期的 BD 患者的四个认知领域的表现。根据两个用于临床显著认知障碍的标准对患者进行分类,并评估这些标准区分参与者在既定功能结局上表现的能力。使用弹性网络回归进行变量选择,以确定与认知表现相关的社会人口统计学和临床因素。使用逻辑回归检查选定变量作为认知障碍的预测因子。
根据选定的标准,34%的患者存在临床显著认知障碍。当前较差的认知表现与年龄较大、预估的发病前智商较低、目前服用的精神药物较多、之前接受的心理治疗较少以及目前使用抗精神病药物有关。一个包含发病前智商、精神药物和之前心理治疗的模型作为认知障碍的预测因子,正确分类了 75%的参与者。
这是使用模型选择方法来确定 BD 中认知困难相关因素的首批研究之一。我们的研究结果为认知障碍的预测模型提供了初步步骤。这可以改善处于缓解期的 BD 患者的治疗决策和优先排序,特别是认知干预的实施。